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Heng-Yu Ye

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#artificial intelligence Preprint Oct 2026

From Outcomes to Components: A Counterfactual Evaluation Framework for LLM-Proposed Repairs

A counterfactual evaluation framework that separates selected records (targets) from the applied change (an update) is introduced and four executions combine proposed and reference targets and updates to measure the effects of correcting or retaining each component and their interaction.

Heng-Yu Ye, Song-Hua Hu · 0 citations

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